Which non-comedogenic active ingredients actually work for managing adult hormonal acne breakouts while simultaneously targeting early expression lines around my mouth?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which non-comedogenic active ingredients actually work for managing adult hormonal acne breakouts while simultaneously targeting early expression lines around my mouth?
3 real searches · 1 real-search pass
American Academy Dermatology acne guidelines topical retinoids azelaic acid benzoyl peroxide adult female hormonal acneGoogle ↗
OBSERVEDReason
topical tretinoin photoaging fine wrinkles randomized trial perioral wrinkles evidenceGoogle ↗
OBSERVEDConsequence
AAD adult female acne hormonal treatment spironolactone guidelines retinoids pregnancyGoogle ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
American Academy Dermatology acne guidelines topical retinoids azelaic acid benzoyl peroxide adult female hormonal acne Google ↗
topical tretinoin photoaging fine wrinkles randomized trial perioral wrinkles evidence Google ↗
AAD adult female acne hormonal treatment spironolactone guidelines retinoids pregnancy Google ↗
- Guidelines of care for the management of acne vulgaris - Journal of the American Academy of Dermatology · doi.org
- Tretinoin for Photodamaged Facial Skin: Systematic Review and Meta-Analysis of Randomized Controlled Trials · pmc.ncbi.nlm.nih.gov
- Acne: Diagnosis and treatment · aad.org
- Acne clinical guideline · aad.org
- Acne Management: Guidelines From the American Academy of Dermatology · aafp.org
- Stubborn acne? Hormonal therapy may help · aad.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy Dermatology acne guidelines topical retinoids azelaic acid benzoyl peroxide adult female hormonal acne OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
topical tretinoin photoaging fine wrinkles randomized trial perioral wrinkles evidence OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
AAD adult female acne hormonal treatment spironolactone guidelines retinoids pregnancy OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |